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Simultaneous representation of a spectrum of dynamically changing value estimates during decision making

Decisions are based on value expectations derived from experience. We show that dorsal anterior cingulate cortex and three other brain regions hold multiple representations of choice value based on different timescales of experience organized in terms of systematic gradients across the cortex. Some...

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Autores principales: Meder, David, Kolling, Nils, Verhagen, Lennart, Wittmann, Marco K., Scholl, Jacqueline, Madsen, Kristoffer H., Hulme, Oliver J., Behrens, Timothy E.J., Rushworth, Matthew F.S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5717172/
https://www.ncbi.nlm.nih.gov/pubmed/29208968
http://dx.doi.org/10.1038/s41467-017-02169-w
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author Meder, David
Kolling, Nils
Verhagen, Lennart
Wittmann, Marco K.
Scholl, Jacqueline
Madsen, Kristoffer H.
Hulme, Oliver J.
Behrens, Timothy E.J.
Rushworth, Matthew F.S.
author_facet Meder, David
Kolling, Nils
Verhagen, Lennart
Wittmann, Marco K.
Scholl, Jacqueline
Madsen, Kristoffer H.
Hulme, Oliver J.
Behrens, Timothy E.J.
Rushworth, Matthew F.S.
author_sort Meder, David
collection PubMed
description Decisions are based on value expectations derived from experience. We show that dorsal anterior cingulate cortex and three other brain regions hold multiple representations of choice value based on different timescales of experience organized in terms of systematic gradients across the cortex. Some parts of each area represent value estimates based on recent reward experience while others represent value estimates based on experience over the longer term. The value estimates within these areas interact with one another according to their temporal scaling. Some aspects of the representations change dynamically as the environment changes. The spectrum of value estimates may act as a flexible selection mechanism for combining experience-derived value information with other aspects of value to allow flexible and adaptive decisions in changing environments.
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spelling pubmed-57171722017-12-08 Simultaneous representation of a spectrum of dynamically changing value estimates during decision making Meder, David Kolling, Nils Verhagen, Lennart Wittmann, Marco K. Scholl, Jacqueline Madsen, Kristoffer H. Hulme, Oliver J. Behrens, Timothy E.J. Rushworth, Matthew F.S. Nat Commun Article Decisions are based on value expectations derived from experience. We show that dorsal anterior cingulate cortex and three other brain regions hold multiple representations of choice value based on different timescales of experience organized in terms of systematic gradients across the cortex. Some parts of each area represent value estimates based on recent reward experience while others represent value estimates based on experience over the longer term. The value estimates within these areas interact with one another according to their temporal scaling. Some aspects of the representations change dynamically as the environment changes. The spectrum of value estimates may act as a flexible selection mechanism for combining experience-derived value information with other aspects of value to allow flexible and adaptive decisions in changing environments. Nature Publishing Group UK 2017-12-05 /pmc/articles/PMC5717172/ /pubmed/29208968 http://dx.doi.org/10.1038/s41467-017-02169-w Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Meder, David
Kolling, Nils
Verhagen, Lennart
Wittmann, Marco K.
Scholl, Jacqueline
Madsen, Kristoffer H.
Hulme, Oliver J.
Behrens, Timothy E.J.
Rushworth, Matthew F.S.
Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title_full Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title_fullStr Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title_full_unstemmed Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title_short Simultaneous representation of a spectrum of dynamically changing value estimates during decision making
title_sort simultaneous representation of a spectrum of dynamically changing value estimates during decision making
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5717172/
https://www.ncbi.nlm.nih.gov/pubmed/29208968
http://dx.doi.org/10.1038/s41467-017-02169-w
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